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Difference Equations and Machine Learning
Language
English
English
Book
Hardback
This book presents in-depth explanations of well-known and recognized behaviors of neural networks i...
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Libristo code: 49083330
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This book presents in-depth explanations of well-known and recognized behaviors of neural networks in machine learning. In addition, the author provides novel technical analyses of behaviors of discrete-time dynamical systems modeled as difference equations. These analyses and their outcomes are closely related to models of very well-known neural networks such as Long Short-Term Memory (LSTM) and Gated Recurrent Unit (GRU) neural networks, which are widely used in machine learning and artificial intelligence (AI) applications. The author also discusses difference equations and their relevance to neural networks, machine learning, and AI.
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About the book
Full name
Difference Equations and Machine Learning
Author
Dusan Stipanovic
Language
English
English
Binding
Book - Hardback
Date of issue
2026
Number of pages
156
EAN
9783032009098
ISBN
303200909X
Libristo code
49083330
Publishers
Springer-Verlag GmbH
Weight
479
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